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ClimaCell® are on a mission to map all of the weather data in the world. They're building the ultimate weather engine by pioneering the use of new weather sensing technologies and combining them with the best existing sources of data. This presentation will show why weather is critical in the development of Autonomous Vehicles.

SpeakerYuval Gonczarowski -
VP of New Technologies,
ClimaCell

1:05pm -
2:30pm85 mins

Lunch Break

2:30pm -
3:00pm30 mins

Adversarial Images: a New Security Threat for Autonomous Vehicles

Neural networks are becoming ubiquitous in solving the perception problems in ADAS and self-driving cars. In addition to the classical use of the neural networks for sign recognition, they are increasingly used in other areas, such as semantic segmentation, traffic lane recognition, etc.

Understand how neural networks can be fooled by adversarial images and get to grips with different types of images

Learn what are the adversarial images that may present a serious security threat for self-driving cars e.g can be used to hide/create obstacles, change traffic direction, falsify speed limits, forge priorities at intersections, block/open path options, cause object misclassification

Find out how these adversarial images can be easily manufactured, why these attacks pose a new type of security threats and cannot be caught by traditional cybersecurity methods.

Consumer research shows that safety is one of the biggest, if not the biggest concern about autonomous vehicles. While ADAS will most likely play a big role in overcoming those concerns, it will take a lot more than that to convince consumers of the safety and benefits of autonomous driving. Together with a panel of millennials, we will explore the concerns and the role that they see for ADAS in overcoming them.

Learn about the safety concerns of a key future customer demographic when it comes to autonomous driving. What are the reasons for those concerns?

What are potential solutions and what will it take to get them comfortable with AVs?

Find out what millennials think about the role of ADAS and how it could fit into a larger strategy of making autonomous driving safe for everybody.